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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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6.252J is a course in the department's "Communication, Control, and Signal Processing" concentration. This course provides a unified analytical and computational approach to nonlinear optimization problems. The topics covered in this course include: unconstrained optimization methods, constrained optimization methods, convex analysis, Lagra
Author(s):
Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6-252j-spring-2003.zip
This OER is part of OCW: Nonlinear Programming
Published under: /Download Course Materials
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Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides03.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides19.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides22.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides07.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides13.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides06.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides04pdf.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
Share in:
OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides10.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides16.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides20.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides17.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
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OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides02.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
Share in:
OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides05.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
Share in:
OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
File: 6252_slides09.pdf
This OER is part of OCW: Nonlinear Programming
Published under: /Lecture Notes
Share in:
OCW Authors:
Inherited Tag(s):
- electrical engineering and computer science
- nonlinear programming
- non-linear programming
- nonlinear optimization
- unconstrained optimization
- gradient
- conjugate direction
- newton
- quasi-newton methods
- constrained optimization
- feasible directions
- projection
- interior point
- lagrange multiplier
- convex analysis
- lagrangian relaxation
- nondifferentiable optimization
- integer progra
24 results found.
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